Brain-Computer Interfaces [electronic resource] : Applying our Minds to Human-Computer Interaction /
Tan, Desney S.editor.
Nijholt, Anton.editor.
For generations, humans have fantasized about the ability to create devices that can see into a person’s mind and thoughts, or to communicate and interact with machines through thought alone. Such ideas have long captured the imagination of humankind in the form of ancient myths and modern science fiction stories. Recent advances in cognitive neuroscience and brain imaging technologies have started to turn these myths into a reality, and are providing us with the ability to interface directly with the human brain. This ability is made possible through the use of sensors that monitor physical processes within the brain which correspond with certain forms of thought. Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction broadly surveys research in the Brain-Computer Interface domain. More specifically, each chapter articulates some of the challenges and opportunities for using brain sensing in Human-Computer Interaction work, as well as applying Human-Computer Interaction solutions to brain sensing work. For researchers with little or no expertise in neuroscience or brain sensing, the book provides background information to equip them to not only appreciate the state-of-the-art, but also ideally to engage in novel research. For expert Brain-Computer Interface researchers, the book introduces ideas that can help in the quest to interpret intentional brain control and develop the ultimate input device. It challenges researchers to further explore passive brain sensing to evaluate interfaces and feed into adaptive computing systems. Most importantly, the book will connect multiple communities allowing research to leverage their work and expertise and blaze into the future.
Description based upon print version of record.
Includes bibliographical references and index.
Overview and Techniques -- Brain-Computer Interfaces and Human-Computer Interaction -- Neural Control Interfaces -- Could Anyone Use a BCI? -- Using Rest Class and Control Paradigms for Brain Computer Interfacing -- EEG-Based Navigation from a Human Factors Perspective -- Applications -- Applications for Brain-Computer Interfaces -- Direct Neural Control of Anatomically Correct Robotic Hands -- Functional Near-Infrared Sensing (fNIR) and Environmental Control Applications -- Cortically-Coupled Computer Vision -- Brain-Computer Interfacing and Games -- Brain Sensing in Adaptive User Interfaces -- Enhancing Human-Computer Interaction with Input from Active and Passive Brain-Computer Interfaces -- Brain-Based Indices for User System Symbiosis -- From Brain Signals to Adaptive Interfaces: Using fNIRS in HCI -- Tools -- MATLAB-Based Tools for BCI Research -- Using BCI2000 for HCI-Centered BCI Research.
For generations, humans have fantasized about the ability to create devices that can see into a person’s mind and thoughts, or to communicate and interact with machines through thought alone. Such ideas have long captured the imagination of humankind in the form of ancient myths and modern science fiction stories. Recent advances in cognitive neuroscience and brain imaging technologies have started to turn these myths into a reality, and are providing us with the ability to interface directly with the human brain. This ability is made possible through the use of sensors that monitor physical processes within the brain which correspond with certain forms of thought. Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction broadly surveys research in the Brain-Computer Interface domain. More specifically, each chapter articulates some of the challenges and opportunities for using brain sensing in Human-Computer Interaction work, as well as applying Human-Computer Interaction solutions to brain sensing work. For researchers with little or no expertise in neuroscience or brain sensing, the book provides background information to equip them to not only appreciate the state-of-the-art, but also ideally to engage in novel research. For expert Brain-Computer Interface researchers, the book introduces ideas that can help in the quest to interpret intentional brain control and develop the ultimate input device. It challenges researchers to further explore passive brain sensing to evaluate interfaces and feed into adaptive computing systems. Most importantly, the book will connect multiple communities allowing research to leverage their work and expertise and blaze into the future.
User interfaces (Computer systems).
Computer engineering.
Computer science.
Input-output equipment (Computers).
Computers.
User Interfaces and Human Computer Interaction.
Computer Engineering.
Computer Science, general.
Input/Output and Data Communications.
Information Systems and Communication Service.